Análise de Dados com Python¶

<class 'pandas.core.frame.DataFrame'>
Int64Index: 5974 entries, 0 to 5985
Data columns (total 21 columns):
 #   Column                  Non-Null Count  Dtype  
---  ------                  --------------  -----  
 0   IDCliente               5974 non-null   object 
 1   Genero                  5974 non-null   object 
 2   Aposentado              5974 non-null   int64  
 3   Casado                  5974 non-null   object 
 4   Dependentes             5974 non-null   object 
 5   MesesComoCliente        5974 non-null   int64  
 6   ServicoTelefone         5974 non-null   object 
 7   MultiplasLinhas         5974 non-null   object 
 8   ServicoInternet         5974 non-null   object 
 9   ServicoSegurancaOnline  5974 non-null   object 
 10  ServicoBackupOnline     5974 non-null   object 
 11  ProtecaoEquipamento     5974 non-null   object 
 12  ServicoSuporteTecnico   5974 non-null   object 
 13  ServicoStreamingTV      5974 non-null   object 
 14  ServicoFilmes           5974 non-null   object 
 15  TipoContrato            5974 non-null   object 
 16  FaturaDigital           5974 non-null   object 
 17  FormaPagamento          5974 non-null   object 
 18  ValorMensal             5974 non-null   float64
 19  TotalGasto              5974 non-null   float64
 20  Churn                   5974 non-null   object 
dtypes: float64(2), int64(2), object(17)
memory usage: 1.0+ MB
None

Nao    4387
Sim    1587
Name: Churn, dtype: int64
Nao    73.4%
Sim    26.6%
Name: Churn, dtype: object